DreamBank-annotated / README.md
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metadata
task_categories:
  - text-generation
  - text2text-generation
  - summarization
  - text-classification
language:
  - en
pretty_name: DreamBank
size_categories:
  - 10K<n<100K

Presentation

DreamBank, an open corpus of more than 27,000 dream narratives, mostly written in English.

Annotations were produced using dream-t5, a LaMini-Flan-T5 model finetuned on Hall and Van de Castle annotations to predict character and emotion. I've introduced this task in this paper:

Gustave Cortal. 2024. Sequence-to-Sequence Language Models for Character and Emotion Detection in Dream Narratives. In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pages 14717–14728, Torino, Italia. ELRA and ICCL.

Citation

If you use this dataset, cite the original DreamBank dataset reference:

Domhoff, G. W., & Schneider, A. (2008). Studying dream content using the archive and search engine on DreamBank.net. Consciousness and Cognition, 17(4), 1238-1247. doi:10.1016/j.concog.2008.06.010

Dataset Structure

  • alta: 422
  • angie: 48
  • arlie: 212
  • b: 3116
  • b2: 1138
  • bay_area_girls_456: 234
  • bay_area_girls_789: 154
  • bea1: 223
  • bea2: 63
  • blind-f: 238
  • blind-m: 143
  • bosnak: 53
  • chris: 100
  • chuck: 75
  • college-f: 160
  • college-m: 160
  • dahlia: 24
  • david: 166
  • dorothea: 900
  • ed: 143
  • edna: 19
  • elizabeth: 1707
  • emma: 1221
  • emmas_husband: 72
  • esther: 110
  • hall_female: 681
  • izzy-all: 4352
  • jasmine-all: 664
  • jeff: 87
  • joan: 42
  • kenneth: 2022
  • lawrence: 206
  • mack: 38
  • madeline1-hs: 98
  • madeline2-dorms: 186
  • madeline3-offcampus: 348
  • madeline4-postgrad: 294
  • mark: 23
  • melissa: 89
  • melora: 211
  • melvin: 128
  • merri: 315
  • miami-home: 171
  • miami-lab: 274
  • midwest_teens-f: 111
  • midwest_teens-m: 83
  • nancy: 44
  • natural_scientist: 234
  • norman: 1235
  • norms-f: 491
  • norms-m: 500
  • pegasus: 1093
  • peru-f: 382
  • peru-m: 384
  • phil1: 106
  • phil2: 220
  • phil3: 180
  • physiologist: 86
  • pregnancy_abortion: 226
  • ringo: 16
  • sally: 249
  • samantha: 63
  • seventh_graders: 69
  • toby: 33
  • tom: 27
  • ucsc_women: 81
  • van: 192
  • vickie: 35
  • vietnam_vet: 98
  • vietnam_vet2: 32
  • vietnam_vet3: 463
  • west_coast_teens: 89